
WebMIaS on Docker: Deploying MathAware Search in a Single Line of Code
Math informational retrieval (MIR) search engines are absent in the wide...
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When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting
Since the seminal work of Mikolov et al. (2013a) and Bojanowski et al. (...
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EDSMEMBED: Multisense embeddings based on enhanced distributional semantic structures via a graph walk over word senses
Several language applications often require word semantics as a core par...
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One Size Does Not Fit All: Finding the Optimal Ngram Sizes for FastText Models across Languages
Unsupervised word representation learning from large corpora is badly ne...
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Text classification with word embedding regularization and soft similarity measure
Since the seminal work of Mikolov et al., word embeddings have become th...
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Implementation Notes for the Soft Cosine Measure
The standard bagofwords vector space model (VSM) is efficient, and ubi...
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MIaS: MathAware Retrieval in Digital Mathematical Libraries
Digital mathematical libraries (DMLs) such as arXiv, Numdam, and EuDML c...
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Vít Novotný
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